Split (1)

train · 50k rows

Model stringclasses 11 values	Year int64 2.01k 2.02k	Region stringclasses 6 values	Color stringclasses 6 values	Fuel_Type stringclasses 4 values	Transmission stringclasses 2 values	Engine_Size_L float64 1.5 5	Mileage_KM int64 3 200k	Price_USD int64 30k 120k	Sales_Volume int64 100 10k	Sales_Classification stringclasses 2 values
X1	2,022	Middle East	Silver	Diesel	Manual	4.6	166,378	65,068	1,120	Low
i8	2,011	Middle East	Blue	Petrol	Manual	3.3	133,919	116,834	6,059	Low
i3	2,015	North America	Black	Electric	Manual	4.2	102,638	44,832	679	Low
M5	2,016	Asia	Grey	Diesel	Automatic	3.1	93,777	53,205	2,077	Low
X5	2,015	Europe	Black	Diesel	Manual	3.1	104,376	90,037	2,191	Low
X5	2,024	Africa	Red	Petrol	Automatic	2.5	78,295	41,272	5,001	Low
i3	2,012	Asia	Blue	Electric	Manual	2.5	92,039	81,767	2,609	Low
X5	2,019	Europe	Blue	Diesel	Automatic	1.6	28,266	97,617	5,806	Low
M3	2,023	Europe	White	Electric	Automatic	3.4	32,928	71,112	2,990	Low
M3	2,019	South America	Blue	Petrol	Automatic	2.6	63,471	50,379	5,629	Low
X5	2,019	Africa	Grey	Petrol	Manual	2.2	183,691	62,456	6,757	Low
X1	2,018	Asia	Red	Electric	Automatic	1.9	54,466	95,915	8,756	High
3 Series	2,023	Europe	Blue	Diesel	Manual	2.7	120,755	106,059	5,984	Low
X1	2,024	South America	Red	Petrol	Automatic	4.6	93,824	95,749	4,530	Low
i3	2,021	South America	Red	Petrol	Manual	3.3	192,037	67,247	8,849	High
3 Series	2,017	Middle East	Red	Diesel	Manual	3.4	199,188	68,697	8,113	High
X1	2,024	Europe	Black	Diesel	Manual	1.7	169,018	116,552	2,709	Low
M5	2,017	South America	White	Hybrid	Manual	3.3	64,481	44,241	9,781	High
5 Series	2,017	North America	Blue	Hybrid	Manual	3.8	79,735	80,857	1,647	Low
X6	2,018	Africa	Blue	Petrol	Manual	2	82,707	96,780	9,872	High
5 Series	2,010	Middle East	White	Petrol	Manual	4.9	178,135	72,175	9,232	High
M3	2,017	South America	Black	Petrol	Automatic	4.7	14,378	46,008	9,212	High
3 Series	2,011	Middle East	Grey	Electric	Automatic	5	80,189	63,915	4,894	Low
5 Series	2,013	Asia	Blue	Diesel	Automatic	2.8	55,204	90,225	1,212	Low
X5	2,010	Asia	Grey	Hybrid	Manual	4.4	13,057	40,418	9,175	High
7 Series	2,021	North America	Red	Electric	Manual	2.7	129,982	70,987	7,191	High
i3	2,015	South America	Silver	Petrol	Automatic	4.1	159,530	49,450	9,519	High
X5	2,019	North America	White	Petrol	Manual	4.8	118,977	40,436	9,936	High
X1	2,010	Asia	Silver	Hybrid	Manual	2	170,498	75,721	2,790	Low
3 Series	2,021	Asia	White	Electric	Automatic	2	143,970	47,455	8,703	High
X6	2,014	South America	Red	Hybrid	Manual	1.9	32,384	89,475	9,371	High
7 Series	2,024	Europe	Silver	Hybrid	Automatic	4.3	128,796	32,444	9,528	High
M3	2,018	South America	White	Electric	Manual	3.8	42,723	110,987	664	Low
i3	2,010	Middle East	Black	Petrol	Manual	3.3	63,240	99,757	997	Low
X6	2,018	Africa	White	Electric	Automatic	4.2	195,956	82,793	5,752	Low
i8	2,013	Africa	Red	Electric	Manual	4.5	80,523	104,049	2,045	Low
5 Series	2,012	South America	Blue	Electric	Manual	4.8	145,208	50,368	8,280	High
7 Series	2,017	Europe	Blue	Petrol	Manual	2.2	32,651	89,767	1,345	Low
X3	2,015	Europe	Grey	Petrol	Manual	3	64,741	110,712	1,917	Low
7 Series	2,016	Middle East	Grey	Hybrid	Automatic	4.7	146,770	35,573	8,250	High
M5	2,018	Middle East	Grey	Petrol	Automatic	3.1	23,155	63,729	5,349	Low
M3	2,014	South America	Black	Petrol	Manual	3.2	37,798	63,658	8,761	High
X5	2,022	North America	Silver	Diesel	Manual	4.8	166,739	61,124	4,836	Low
7 Series	2,011	Middle East	Silver	Petrol	Manual	4.1	161,507	89,095	3,321	Low
i8	2,012	Africa	Black	Diesel	Automatic	3.4	133,741	79,695	9,384	High
X1	2,012	North America	White	Diesel	Automatic	2.8	36,846	91,550	6,136	Low
7 Series	2,013	Europe	Grey	Hybrid	Manual	4.7	160,699	54,692	6,528	Low
X1	2,019	North America	Red	Diesel	Manual	1.5	199,075	56,062	9,189	High
X6	2,016	Asia	Black	Petrol	Manual	2.6	45,401	82,336	5,442	Low
i3	2,021	Asia	Red	Petrol	Automatic	4.8	10,711	99,747	8,453	High
i8	2,019	Asia	Grey	Hybrid	Manual	3.2	36,797	108,903	9,206	High
3 Series	2,015	Europe	White	Diesel	Automatic	3.7	163,406	42,139	2,076	Low
7 Series	2,012	Europe	Silver	Electric	Automatic	3.4	114,489	87,763	7,878	High
X1	2,024	Africa	Grey	Diesel	Automatic	2.9	46,247	109,988	5,744	Low
7 Series	2,023	Africa	Red	Petrol	Manual	3.8	189,995	71,705	1,224	Low
X6	2,016	Africa	Red	Hybrid	Automatic	4.2	166,267	110,839	6,923	Low
M5	2,013	Africa	Red	Diesel	Automatic	2.8	131,170	112,272	111	Low
X5	2,019	South America	White	Diesel	Automatic	3.6	64,662	118,279	9,714	High
M3	2,020	Europe	Grey	Electric	Manual	1.8	22,292	53,593	8,128	High
5 Series	2,020	South America	Blue	Diesel	Manual	3.4	185,999	63,533	9,594	High
7 Series	2,017	Middle East	Red	Petrol	Automatic	4.1	153,155	103,181	7,327	High
i8	2,024	Africa	Blue	Hybrid	Manual	3.5	45,575	79,366	9,800	High
X3	2,016	Middle East	Silver	Petrol	Manual	4.6	118,061	100,011	9,229	High
X6	2,016	Europe	Black	Hybrid	Automatic	2.5	112,017	95,700	9,247	High
i3	2,018	North America	Red	Petrol	Manual	3.2	38,294	67,201	9,892	High
7 Series	2,017	Africa	Silver	Hybrid	Manual	1.8	31,057	73,724	6,224	Low
i8	2,021	Middle East	White	Diesel	Automatic	4	148,516	95,619	1,826	Low
7 Series	2,010	Africa	White	Diesel	Manual	3.1	24,655	115,732	814	Low
X3	2,016	Africa	Blue	Diesel	Manual	3.4	169,689	110,776	8,691	High
i8	2,024	Europe	Black	Hybrid	Manual	1.9	139,481	69,627	9,490	High
7 Series	2,012	North America	White	Hybrid	Automatic	5	156,753	68,066	4,286	Low
X6	2,021	North America	Grey	Diesel	Automatic	4.2	146,098	42,511	3,247	Low
5 Series	2,013	Asia	Silver	Hybrid	Manual	2.9	75,042	112,700	6,371	Low
i3	2,015	South America	White	Electric	Manual	3.5	88,083	57,814	3,972	Low
M3	2,014	Europe	Silver	Diesel	Manual	3.7	26,746	37,219	8,919	High
7 Series	2,017	Middle East	Black	Electric	Manual	4.9	44,819	59,929	4,497	Low
X5	2,011	South America	White	Hybrid	Automatic	4.2	24,479	114,742	7,629	High
3 Series	2,014	Asia	Red	Petrol	Manual	2.7	91,210	58,461	5,001	Low
M5	2,014	Middle East	Black	Petrol	Manual	4.9	8,766	91,078	255	Low
M5	2,024	North America	Black	Hybrid	Manual	2.6	106,060	56,943	2,176	Low
X5	2,012	Africa	White	Diesel	Manual	3.5	74,081	110,231	1,296	Low
X3	2,023	Africa	White	Electric	Manual	4	176,908	99,005	3,225	Low
M3	2,019	South America	White	Petrol	Automatic	2.4	146,931	45,632	8,921	High
X5	2,024	Middle East	Grey	Petrol	Manual	4.8	102,363	50,230	5,952	Low
X6	2,024	Europe	Black	Diesel	Manual	2.3	160,096	37,215	4,825	Low
X5	2,022	Africa	White	Hybrid	Automatic	3	84,053	94,466	7,386	High
3 Series	2,014	Middle East	Blue	Electric	Automatic	2.1	29,534	46,712	5,753	Low
M5	2,013	Europe	Blue	Electric	Manual	4.6	106,919	117,042	4,623	Low
X5	2,020	Middle East	White	Petrol	Manual	2.3	168,901	77,096	3,257	Low
7 Series	2,014	Europe	Red	Hybrid	Automatic	1.6	99,303	109,700	6,790	Low
X3	2,019	South America	Black	Electric	Manual	1.6	86,842	56,085	8,651	High
X6	2,018	Asia	Grey	Diesel	Automatic	2.9	21,916	56,700	5,894	Low
M5	2,016	Europe	Red	Diesel	Automatic	3.3	116,438	83,965	1,632	Low
i8	2,010	South America	White	Diesel	Automatic	1.6	109,346	41,473	2,891	Low
X6	2,012	North America	White	Electric	Manual	1.8	25,069	52,793	5,418	Low
X3	2,018	Africa	Silver	Petrol	Manual	1.8	1,206	119,625	8,828	High
5 Series	2,013	North America	Grey	Electric	Manual	3.8	75,076	40,949	3,107	Low
7 Series	2,013	Asia	White	Electric	Automatic	2.5	50,946	46,615	7,720	High
i3	2,019	Africa	Grey	Petrol	Automatic	3.5	196,777	83,167	3,230	Low
i8	2,015	Africa	Grey	Diesel	Manual	1.8	187,686	116,148	8,274	High

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